Abstract

Recent advances in the communication systems culminated in a new class of multiple access schemes, named non-orthogonal multiple access (NOMA), where the main goal is to increase the spectrum efficiency by overlapping data from different users in a single time-frequency resource used by the physical layer. NOMA receivers can resolve the interference among data symbols from different users, increasing the overall system spectrum efficiency without introducing symbol error rate (SER) performance loss, which makes this class of multiple access techniques interesting for future mobile communication systems. This paper analyzes one promising NOMA technique, called sparse code multiple access (SCMA), where C users can share U<C time-frequency resources from the physical layer. Initially, the SCMA and orthogonal frequency division multiplexing (OFDM) integration is considered, defining a benchmark for the overall SER performance for the multiple access technique. Furthermore, this paper proposes the SCMA and generalized frequency division multiplexing (GFDM) integration. Since GFDM is a highly flexible non-orthogonal waveform that can mimic several other waveforms as corner cases, it is an interesting candidate for future wireless communication systems. This paper proposes two approaches for combining SCMA and GFDM. The first one combines a soft equalizer, called block expectation propagation (BEP), and a multi-user detection (MUD) scheme based on the sum-product algorithm (SPA). This approach achieves the best SER performance, but with the significant increment of the complexity at the receiver. In the second approach, BEP is integrated with a simplified MUD, which is an original contribution of this paper, aiming for reducing the receiver’s complexity at the cost of SER performance loss. The solutions proposed in this paper show that SCMA-GFDM can be an interesting solution for future mobile networks.

Highlights

  • New key technologies have been recently investigated in order to achieve the requirements of the future mobile networks

  • The results presented in this paper show that sparse code multiple access (SCMA)-generalized frequency division multiplexing (GFDM) presents high spectrum efficiency and good symbol error rate (SER) performance without significantly increasing the overall complexity of the receiver

  • 5 Conclusions The demand for higher spectrum efficiency in future mobile communication systems is pushing the development of non-orthogonal multiple access (NOMA) techniques

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Summary

Introduction

New key technologies have been recently investigated in order to achieve the requirements of the future mobile networks. This is a suboptimal approach, because the linear GFDM detector is unable to harvest the diversity introduced by the interaction among the subcarriers and subsymbols, but the significant complexity reduction achieved with this approach makes the SCMA-GFDM scheme feasible This procedure is equivalent to the one described, but due to the GFDM equalizer, the effective channel gain in (11) is Hu,u = 1. 3.2 SCMA-GFDM with BEP and SMUD BEP is a soft or probabilistic equalizer that provides the posteriori probabilities, q(d), of the received symbols This additional information allows the implementation of the SMUD scheme proposed in this paper. BEP is still used as the GFDM equalizer, providing the received samples of each cluster without the self-interference These estimates and the posteriori distribution are used to recover the data sent at each SCMA layer. The notation (·)(t) indicates the value of a given variable (·) at the tth iteration

3: Compute the mean vector μ and the covariance matrix as follow:
Findings
Conclusions

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